| 基于贝叶斯算法的移动式疾病智能诊断系统 |
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| 引用本文： | 胡碧松,冯丹,曹务春,方立群,龚建华.基于贝叶斯算法的移动式疾病智能诊断系统[J].计算机应用,2008,28(Z1). |
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| 作者姓名： | 胡碧松 冯丹 曹务春 方立群 龚建华 |
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| 作者单位： | 1. 中国科学院遥感应用研究所遥感科学国家重点实验室,北京,100101
2. 军事医学科学院微生物流行病研究所,北京,100071 |
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| 基金项目： | 国家自然科学基金资助项目(40471103); 北京市自然科学基金重点项目(7061005) |
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| 摘 要： | 疾病智能诊断是移动式公共卫生应急处置系统中的核心子系统,主要依据疾病的症状、体征及临床化验等信息,对相应疾病做智能化诊断,给突发公共卫生突发事件的现场处置人员提供快速科学的参考依据。基于贝叶斯分析算法,从数据的组织管理和数据库的设计入手,基于嵌入式开发环境和面向对象程序设计语言,设计了一个应用于移动式设备的疾病智能诊断系统,取得了良好的实践应用效果,该系统可以作为移动式公共卫生应急处置系统的一个重要模块。最后分析了疾病智能诊断系统中的几个核心问题。
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| 关 键 词： | 贝叶斯分析 移动式 疾病智能诊断 公共卫生 应急处置 |
Mobile intelligent disease diagnosis system based on Bayesian analysis |
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| HU Bi-song,FENG Dan,CAO Wu-chun,FANG Li-qun,GONG Jian-hua.Mobile intelligent disease diagnosis system based on Bayesian analysis[J].journal of Computer Applications,2008,28(Z1). |
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| Authors: | HU Bi-song FENG Dan CAO Wu-chun FANG Li-qun GONG Jian-hua |
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| Affiliation: | HU Bi-song1,FENG Dan2,CAO Wu-chun2,FANG Li-qun2,GONG Jian-hua1(1.State Key Laboratory of Remote Sensing Science Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China,2.Institute of Microbiology Epidemiology,Academy of Military Medical Sciences,Beijing 100071,China) |
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| Abstract: | Intelligent disease diagnosis is an important subsystem in the mobile public health response system.The diagnosis was made to corresponding diseases according to the information such as symptoms,and it provided the professional experts a rapid and scientific reference basis.An intelligent disease diagnosis system applied in the mobile equipments was developed in the embedded developing platform(EVC 4.0).This system was based on Bayesian analysis algorithm,implemented with the object-oriented programming lan... |
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| Keywords: | Bayesian analysis mobile intelligent disease diagnosis public health emergency response |
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